Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
学习分析学:前沿、趋势和挑战
Search
Sponsored
·
Your Podcast. Everywhere. Effortlessly.
Share. Educate. Inspire. Entertain. You do you. We'll handle the rest.
→
Bodong Chen
July 03, 2020
Education
0
540
学习分析学:前沿、趋势和挑战
Bodong Chen
July 03, 2020
Tweet
Share
More Decks by Bodong Chen
See All by Bodong Chen
Augmenting Knowledge Building with Generative AI
bodong
0
100
Toward a Framework for Justice-Oriented Data Science Education in K–12 Schools
bodong
0
130
How does Generative AI influence education? How can educators help shape the future
bodong
0
240
Toward A Framework of Infrastructuring for Sustainable Educational Innovations
bodong
0
85
Connectivity for Knowledge Building: A Framework of Socio-Semantic Network Motif Analysis
bodong
0
810
Modelling Network Dynamics in Social Annotation at #LAK21Network Workshop
bodong
1
400
善其事须利其器: 学术研究中的知识管理
bodong
0
730
SoLAR Webinar: Analyzing Learning and Teaching through the Lens of Networks
bodong
2
390
Socio-Temporal Dynamics in Peer Interaction Events
bodong
0
130
Other Decks in Education
See All in Education
CoderDojoへようこそ ニンジャ&保護者向け (CoderDojo Guidance for Ninjas&Parents)
coderdojokodaira
1
110
Tips for the Presentation - Lecture 2 - Advanced Topics in Big Data (4023256FNR)
signer
PRO
0
500
Modelamiento Matematico (Ingresantes UNI 2026)
robintux
0
250
Postcards
gabrielramirezv
0
160
The Next Big Step Toward Nuclear Disarmament
hide2kano
0
300
ブランチ操作 / 02-a-branch
kaityo256
PRO
0
200
MySmartSTEAM 2526
cbtlibrary
0
210
Leveraging LLMs for student feedback in introductory data science courses (Stats Up AI)
minecr
1
240
L'artisanat logiciel à l'heure du numérique responsable
thirion
0
120
HyRead2526
cbtlibrary
1
220
Write to Win: Crafting Winning Application Essays
em07adoz
0
130
【ZEPメタバース校舎操作ガイド】
ainischool
0
120
Featured
See All Featured
[SF Ruby Conf 2025] Rails X
palkan
2
830
We Analyzed 250 Million AI Search Results: Here's What I Found
joshbly
1
970
Scaling GitHub
holman
464
140k
Typedesign – Prime Four
hannesfritz
42
3k
How GitHub (no longer) Works
holman
316
140k
Ten Tips & Tricks for a 🌱 transition
stuffmc
0
87
The World Runs on Bad Software
bkeepers
PRO
72
12k
Building Experiences: Design Systems, User Experience, and Full Site Editing
marktimemedia
0
440
AI Search: Where Are We & What Can We Do About It?
aleyda
0
7.1k
Dominate Local Search Results - an insider guide to GBP, reviews, and Local SEO
greggifford
PRO
0
110
Sharpening the Axe: The Primacy of Toolmaking
bcantrill
46
2.7k
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
marketingsoph
0
110
Transcript
ᏛҖศᯒᏛ䠖 ๓ἢ䚸䏁ࣵᣮᡎ /HDUQLQJ$QDO\WLFV )URQWLHUV7UHQGVDQG&KDOOHQJHV 旰㞳 ᫂ᑽ剷㎹Ꮫ ᖺ ᭶ ᪥
⮬ᡃ㔃 = Ɣ ᩍ⫱ᢏ㛗㸪 Ɣ ᏛḈ⛉Ꮫ㸪 Ɣ ᏛḈศᯒᏛ㸪 Ɣ ᏛḈಙᜥ⭆樴ᐊ㸪
KWWSLQIRUPDWLFVXPQHGX
௨ேѰ୰ᚰⓗᏛҖศᯒ 5H FHQWHU/HDUQLQJ$QDO\WLFVRQ/HDUQHUV > ᫂◴ᐃᬛ⬟ ῝้⌮ゎᏛҖ ቔ䘑යᘶಙ௵
⬮ὀ ᏛҖศᯒᏛ ᏛҖศᯒ pᙧ⪋ୖ⪅䉉அ㐨䠈ᙧ⪋ୗ⪅䉉அჾffqtt䛀᫆㔅⣔㎡䛁 p㐨q 䇚䇼䇰䚸⌮䇰䚸᪉ἲ䇰➼ HSLVWHPRORJLHVWKHRULHV PHWKRGRORJLHV pჾq ᡭẁ䚸ᕤල䚸ᓊ⏝
WHFKQLTXHVWRROVDSSV
῝้⌮ゎᏛҖ
/,)(&HQWHU ഴ∦᮶※䠖LXXTPMJIWPGSVKEFSYXGMXEXMSRHIXEMPWLXQP
&RQQHFWHG/HDUQLQJ ,WR ഴ∦᮶※䠖LXXTWGPEPPMERGISVKEFSYXGSRRIGXIHPIEVRMRK
▱䇼ᘓᯊ .QRZOHGJH%XLOGLQJ ഴ∦᮶※䠖LXXTW[[[OFWMRKETSVISVK
+LVWRULFDO 3ROLWLFDO &XOWXUDO 6RFLDO %HKDYLRUDO &RJQLWLYH 1HXUDO ff ়ྐⓗ ᨻⓗ
ᩥⓗ ♫ⓗ ⾜Ѱⓗ 䇚▱ⓗ ⚄㔅ⓗ ff
⬮ὀ /HDUQLQJ 6FLHQFHV ᏛҖ⛉ᏛpԢq /HDUQLQJ6FLHQFH 7KH6FLHQFHRI /HDUQLQJ
ᏛҖⓗẚ௱ Ữྲྀ ཧ ▱䇼ࡑ㐀 1EVOEYWOEMXI4EEZSPEIXEP
䇚䇼YV⎁㔞
;MWI%/RMKLX7 &YGOMRKLEQ7LYQ7 -R4VIWW 'SPPEFSVEXMZI0IEVRMRK%REP]XMGW-R'VIWW96SWȒ' ;MWI% 3WLMQE. )HW -RXIVREXMSREP,ERHFSSOSJ'SQTYXIV7YTTSVXIH'SPPEFSVEXMZI0IEVRMRK7TVMRKIV せ⣲ ྍ㿸ᐹ௳
ᣦḽ ≉ᚁ
'LIR& 8IEWPI]7 JSVXLGSQMRK 'SPPEFSVEXMSR%REP]XMGW-R,ERHFSSOSJ0IEVRMRK%REP]XMGW RHIH 7SGMIX]JSV6IWIEVGLSR0IEVRMRK%REP]XMGW せ⣲ ᩘᤣ ᡭẁ
య䰪ⓗ ᐈయ䰪ⓗ 䇚▱ⓗ
῝้ ⌮ゎᏛҖ Ɣ ᙜୗයὀⓗᏛḈዴఱ᪉ᘧⓗ㸽 Ɣ ᙜୗせ⪃㔞ⓗᏛḈせ⣲ொ㸽 Ɣ ᏛḈせ⣲ᅾᩘᤣ୰ዴఱ࿊䍘ⓗ㸽 Ɣ 㔗⏝ⓗ㏅⟬ᡭẁྰዎྜᏛḈせ⣲㸽
'LIR&/RMKLX7 ;MWI%* 'VMXMGEPMWWYIWMRHIWMKRMRKERH MQTPIQIRXMRKXIQTSVEPEREP]XMGW.SYVREPSJ0IEVRMRK%REP]XMGW Ɓ LXXTWHSMSVKNPE
᫂◴ᐃᬛ⬟
7KHLPSDFWZHPDNH7KHFRQWULEXWLRQV RIOHDUQLQJDQDO\WLFVWROHDUQLQJ ᏛҖศᯒᏛⓗᙳဤ䍗⊩ KWWSVODNVRODUHVHDUFKRUJ
ࠓ᫆乷 ⣔㎡ࠔ <C ᙧ⪋ୖ⪅䉉அ㐨䠈ᙧ⪋ୗ ⪅䉉அჾ䠈⪋அ䉉அ 䠗᥎⪋⾜அ䉉அ㏻ff
䠛 ഴ∦᮶※
ேᕤᬛ⬟ $UWLƪFLDO ,QWHOOLJHQFH $, ᬛ⬟ቔᕰ ,QWHOOLJHQFH $XJPHQWDWLRQ ,$ ᮶※䠖LXXTWH]REQMGPERHSVK
,$䠖௨║䮒Ѱ
ᮘჾᏛҖᶍᆺே㊱ࡑ㐀ຊ =KXHWDO
,%- ேᅉᏛ 䇴䇗 ᢏᵥ 䘑ṉ ➢ྜ՜⌮ ⓗ䇴䇗 ;IM<Y
ᩍᐾp㉸⬟ຊq +ROVWHLQHWDO
ᐃᬛ⬟䠖ఌక䘎ⴇ⟶䠛 'LIR& 8IEWPI]7 -R4VIWW 'SPPEFSVEXMSR%REP]XMGW-R,ERHFSSOSJ0IEVRMRK%REP]XMGW RHIH 7SGMIX]JSV 6IWIEVGLSR0IEVRMRK%REP]XMGW ఌక ⴇ⟶
ᐃᬛ⬟䠖ఌక䚸ⴇ⟶䚸ව⪋᭷அ䠛 ᯇᩓ⼥ྜ ㍝ᐦ⼥ྜ
යᘶಙ௵
None
None
$䠖ᑠ༊ⓗᆙሸᚓ᭦ᛌ䟿ʚ %䠖ᡃἐᡭᮘ䚹Δ 6WUHHW%XPS ഴ∦᮶※
ᇶனpಙ௵q EXLOWRQGLVWUXVW ഴ∦᮶※
ಙ௵ᏛҖศᯒⓗ⛉Ꮫᛶ ῝ධ⌮ゎᏛҖ *URXQGHGLQWKHOHDUQLQJVFLHQFHV ேඹྠ䇴䇗 &RGHVLJQZLWKVWDNHKROGHUV 'LIR& (IGIQFIV 'VIEXMRKGSRHMXMSRWJSVORS[PIHKIFYMPHMRKJSVXLITYFPMGKSSH8LIQIFEWIH-RZMXIH 7TIIGLEXXLIXL-RXIVREXMSREP'SRJIVIRGISR'SQTYXIVWMR)HYGEXMSR
-'') /IRXMRK8EM[ER
)RUFHGLUHFWHGOD\RXW $OLFH 6RQQ\ ᖈᒓឤ ³㠃Ꮚ´ 'LIR& >LY, 8S[EVHW:EPYI7IRWMXMZI0IEVRMRK%REP]XMGW(IWMKR4VSGIIHMRKWSJXLIXL-RXIVREXMSREP 'SRJIVIRGISR0IEVRMRK%REP]XMGW
/RS[PIHKIƁLXXTWHSMSVK ഴ∦᮶※ ಙ௵ᏛҖศᯒⓗ՜⌮ᛶ ௨ேѰ୰ᚰⓗ䇴䇗᪉ἲ +XPDQ&HQWHUHG'HVLJQ ਇ᥀₯ᅾⓗ೫㿷௴ٲ෨✺ ௴ٲᩄឤⓗ䇴䇗 9DOXH6HQVLWLYH'HVLJQ
ᏛҖศᯒ䇴䇗༩∩ /HDUQLQJ$QDO\WLFV'HVLJQ&DUGV ഴ∦᮶※䠖 LXXTPEHIGOYXWGMGIHYEY
ࠓ᫆乷 ⣔㎡ࠔ >? ᙧ⪋ୖ⪅䉉அ㐨䠈ᙧ⪋ୗ ⪅䉉அჾ䠈⪋அ䉉அ 䠗᥎⪋⾜அ䉉அ㏻䠈Ѵ ⪋䭏அኳୗஅẸ䠈䉉அ ѐ䚹 ቔ䘑යᘶಙ௵ ῝้⌮ゎᏛҖ
᫂◴ᐃᬛ⬟
䉘䉘 >@
㚊⣔᪉ᘧ 恖௳ ⭆樴ᐊ⨒❰ ୭ே⨒❰㸸 峬※᥎Ⲧ ۈ ᐈࠊ乧ୖ孚ᗙ 㸸 ۈ ۈ
ۈ ۈ ۈ >A